Dataset statistics
| Number of variables | 16 |
|---|---|
| Number of observations | 48895 |
| Missing cells | 20141 |
| Missing cells (%) | 2.6% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 6.0 MiB |
| Average record size in memory | 128.0 B |
Variable types
| Numeric | 10 |
|---|---|
| Categorical | 6 |
name has a high cardinality: 47905 distinct values | High cardinality |
host_name has a high cardinality: 11452 distinct values | High cardinality |
neighbourhood has a high cardinality: 221 distinct values | High cardinality |
last_review has a high cardinality: 1764 distinct values | High cardinality |
id is highly correlated with host_id | High correlation |
host_id is highly correlated with id | High correlation |
number_of_reviews is highly correlated with reviews_per_month | High correlation |
reviews_per_month is highly correlated with number_of_reviews | High correlation |
id is highly correlated with host_id | High correlation |
host_id is highly correlated with id | High correlation |
number_of_reviews is highly correlated with reviews_per_month | High correlation |
reviews_per_month is highly correlated with number_of_reviews | High correlation |
price is highly correlated with calculated_host_listings_count | High correlation |
number_of_reviews is highly correlated with reviews_per_month | High correlation |
reviews_per_month is highly correlated with number_of_reviews | High correlation |
calculated_host_listings_count is highly correlated with price | High correlation |
neighbourhood_group is highly correlated with longitude and 1 other fields | High correlation |
longitude is highly correlated with neighbourhood_group and 1 other fields | High correlation |
id is highly correlated with host_id | High correlation |
host_id is highly correlated with id | High correlation |
latitude is highly correlated with neighbourhood_group and 1 other fields | High correlation |
last_review has 10052 (20.6%) missing values | Missing |
reviews_per_month has 10052 (20.6%) missing values | Missing |
minimum_nights is highly skewed (γ1 = 21.82727453) | Skewed |
name is uniformly distributed | Uniform |
id has unique values | Unique |
number_of_reviews has 10052 (20.6%) zeros | Zeros |
availability_365 has 17533 (35.9%) zeros | Zeros |
Reproduction
| Analysis started | 2021-09-28 18:29:10.166387 |
|---|---|
| Analysis finished | 2021-09-28 18:29:59.095508 |
| Duration | 48.93 seconds |
| Software version | pandas-profiling v3.0.0 |
| Download configuration | config.json |
| Distinct | 48895 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19017143.24 |
| Minimum | 2539 |
|---|---|
| Maximum | 36487245 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 382.1 KiB |
Quantile statistics
| Minimum | 2539 |
|---|---|
| 5-th percentile | 1222382.7 |
| Q1 | 9471945 |
| median | 19677284 |
| Q3 | 29152178.5 |
| 95-th percentile | 35259101.2 |
| Maximum | 36487245 |
| Range | 36484706 |
| Interquartile range (IQR) | 19680233.5 |
Descriptive statistics
| Standard deviation | 10983108.39 |
|---|---|
| Coefficient of variation (CV) | 0.5775372383 |
| Kurtosis | -1.227748342 |
| Mean | 19017143.24 |
| Median Absolute Deviation (MAD) | 9908242 |
| Skewness | -0.09025737546 |
| Sum | 9.298432185 × 1011 |
| Variance | 1.206286698 × 1014 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2539 | 1 | < 0.1% |
| 25583366 | 1 | < 0.1% |
| 25551687 | 1 | < 0.1% |
| 25552076 | 1 | < 0.1% |
| 25554120 | 1 | < 0.1% |
| 25568873 | 1 | < 0.1% |
| 25571627 | 1 | < 0.1% |
| 25572892 | 1 | < 0.1% |
| 25580113 | 1 | < 0.1% |
| 25580283 | 1 | < 0.1% |
| Other values (48885) | 48885 |
| Value | Count | Frequency (%) |
| 2539 | 1 | |
| 2595 | 1 | |
| 3647 | 1 | |
| 3831 | 1 | |
| 5022 | 1 | |
| 5099 | 1 | |
| 5121 | 1 | |
| 5178 | 1 | |
| 5203 | 1 | |
| 5238 | 1 |
| Value | Count | Frequency (%) |
| 36487245 | 1 | |
| 36485609 | 1 | |
| 36485431 | 1 | |
| 36485057 | 1 | |
| 36484665 | 1 | |
| 36484363 | 1 | |
| 36484087 | 1 | |
| 36483152 | 1 | |
| 36483010 | 1 | |
| 36482809 | 1 |
| Distinct | 47905 |
|---|---|
| Distinct (%) | 98.0% |
| Missing | 16 |
| Missing (%) | < 0.1% |
| Memory size | 382.1 KiB |
| Hillside Hotel | 18 |
|---|---|
| Home away from home | 17 |
| New york Multi-unit building | 16 |
| Brooklyn Apartment | 12 |
| Private Room | 11 |
| Other values (47900) |
Length
| Max length | 179 |
|---|---|
| Median length | 37 |
| Mean length | 36.91114794 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1804180 |
|---|---|
| Distinct characters | 776 |
| Distinct categories | 20 ? |
| Distinct scripts | 11 ? |
| Distinct blocks | 19 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 47260 ? |
|---|---|
| Unique (%) | 96.7% |
Sample
| 1st row | Clean & quiet apt home by the park |
|---|---|
| 2nd row | Skylit Midtown Castle |
| 3rd row | THE VILLAGE OF HARLEM....NEW YORK ! |
| 4th row | Cozy Entire Floor of Brownstone |
| 5th row | Entire Apt: Spacious Studio/Loft by central park |
Common Values
| Value | Count | Frequency (%) |
| Hillside Hotel | 18 | < 0.1% |
| Home away from home | 17 | < 0.1% |
| New york Multi-unit building | 16 | < 0.1% |
| Brooklyn Apartment | 12 | < 0.1% |
| Private Room | 11 | < 0.1% |
| Loft Suite @ The Box House Hotel | 11 | < 0.1% |
| Private room | 10 | < 0.1% |
| Artsy Private BR in Fort Greene Cumberland | 10 | < 0.1% |
| Beautiful Brooklyn Brownstone | 8 | < 0.1% |
| Private room in Brooklyn | 8 | < 0.1% |
| Other values (47895) | 48758 | |
| (Missing) | 16 | < 0.1% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| in | 16752 | 5.6% |
| room | 10038 | 3.4% |
| 8430 | 2.8% | |
| bedroom | 7601 | 2.5% |
| private | 7158 | 2.4% |
| apartment | 6695 | 2.2% |
| cozy | 4991 | 1.7% |
| apt | 4618 | 1.5% |
| brooklyn | 4049 | 1.4% |
| studio | 3988 | 1.3% |
| Other values (12552) | 224301 |
Most occurring characters
| Value | Count | Frequency (%) |
| 251424 | 13.9% | |
| e | 124635 | 6.9% |
| o | 122324 | 6.8% |
| t | 105261 | 5.8% |
| a | 103586 | 5.7% |
| r | 97946 | 5.4% |
| i | 94651 | 5.2% |
| n | 94611 | 5.2% |
| l | 51723 | 2.9% |
| m | 49121 | 2.7% |
| Other values (766) | 708898 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1206208 | |
| Uppercase Letter | 270574 | 15.0% |
| Space Separator | 251428 | 13.9% |
| Other Punctuation | 33826 | 1.9% |
| Decimal Number | 25321 | 1.4% |
| Dash Punctuation | 6878 | 0.4% |
| Math Symbol | 2738 | 0.2% |
| Other Letter | 2547 | 0.1% |
| Close Punctuation | 1537 | 0.1% |
| Open Punctuation | 1395 | 0.1% |
| Other values (10) | 1728 | 0.1% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 房 | 82 | 3.2% |
| 家 | 46 | 1.8% |
| 中 | 44 | 1.7% |
| 间 | 41 | 1.6% |
| 的 | 38 | 1.5% |
| 拉 | 37 | 1.5% |
| 法 | 36 | 1.4% |
| 盛 | 36 | 1.4% |
| 大 | 30 | 1.2% |
| 约 | 29 | 1.1% |
| Other values (520) | 2128 |
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 124635 | 10.3% |
| o | 122324 | 10.1% |
| t | 105261 | 8.7% |
| a | 103586 | 8.6% |
| r | 97946 | 8.1% |
| i | 94651 | 7.8% |
| n | 94611 | 7.8% |
| l | 51723 | 4.3% |
| m | 49121 | 4.1% |
| s | 48092 | 4.0% |
| Other values (58) | 314258 |
Other Symbol
| Value | Count | Frequency (%) |
| ★ | 266 | |
| ❤ | 168 | |
| ☆ | 105 | 11.9% |
| ♥ | 38 | 4.3% |
| ⭐ | 35 | 4.0% |
| ✨ | 34 | 3.9% |
| ❥ | 25 | 2.8% |
| ✿ | 15 | 1.7% |
| ☀ | 15 | 1.7% |
| ✰ | 14 | 1.6% |
| Other values (50) | 164 |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 29965 | 11.1% |
| S | 26481 | 9.8% |
| C | 20989 | 7.8% |
| A | 19424 | 7.2% |
| R | 17945 | 6.6% |
| P | 14623 | 5.4% |
| E | 14350 | 5.3% |
| L | 14062 | 5.2% |
| M | 11930 | 4.4% |
| N | 11701 | 4.3% |
| Other values (33) | 89104 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 9177 | |
| ! | 7855 | |
| / | 5230 | |
| . | 4375 | |
| & | 3182 | 9.4% |
| ' | 1074 | 3.2% |
| * | 1021 | 3.0% |
| : | 597 | 1.8% |
| # | 555 | 1.6% |
| " | 294 | 0.9% |
| Other values (11) | 466 | 1.4% |
Math Symbol
| Value | Count | Frequency (%) |
| + | 1382 | |
| | | 992 | |
| ~ | 271 | 9.9% |
| = | 34 | 1.2% |
| > | 25 | 0.9% |
| < | 20 | 0.7% |
| → | 6 | 0.2% |
| ⋆ | 4 | 0.1% |
| √ | 2 | 0.1% |
| × | 1 | < 0.1% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 8661 | |
| 2 | 6830 | |
| 3 | 2560 | 10.1% |
| 5 | 2164 | 8.5% |
| 0 | 2115 | 8.4% |
| 4 | 1307 | 5.2% |
| 6 | 569 | 2.2% |
| 7 | 450 | 1.8% |
| 8 | 399 | 1.6% |
| 9 | 266 | 1.1% |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 1339 | |
| [ | 36 | 2.6% |
| { | 9 | 0.6% |
| 【 | 8 | 0.6% |
| 《 | 3 | 0.2% |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 1480 | |
| ] | 37 | 2.4% |
| } | 9 | 0.6% |
| 】 | 8 | 0.5% |
| 》 | 3 | 0.2% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 6804 | |
| — | 47 | 0.7% |
| – | 26 | 0.4% |
| ― | 1 | < 0.1% |
Modifier Symbol
| Value | Count | Frequency (%) |
| ^ | 9 | |
| ` | 4 | |
| ´ | 3 | 18.8% |
Modifier Letter
| Value | Count | Frequency (%) |
| ゙ | 21 | |
| ー | 11 | |
| ゚ | 5 | 13.5% |
Space Separator
| Value | Count | Frequency (%) |
| 251424 | ||
| 4 | < 0.1% |
Final Punctuation
| Value | Count | Frequency (%) |
| ’ | 200 | |
| ” | 38 | 16.0% |
Nonspacing Mark
| Value | Count | Frequency (%) |
| ️ | 165 | |
| ︎ | 14 | 7.8% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 42 | |
| ‿ | 1 | 2.3% |
Initial Punctuation
| Value | Count | Frequency (%) |
| “ | 40 | |
| ‘ | 8 | 16.7% |
Currency Symbol
| Value | Count | Frequency (%) |
| $ | 94 |
Other Number
| Value | Count | Frequency (%) |
| ² | 9 |
Control
| Value | Count | Frequency (%) |
| 185 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1476579 | |
| Common | 324672 | 18.0% |
| Han | 2237 | 0.1% |
| Cyrillic | 191 | < 0.1% |
| Inherited | 179 | < 0.1% |
| Katakana | 136 | < 0.1% |
| Hiragana | 70 | < 0.1% |
| Hangul | 70 | < 0.1% |
| Hebrew | 31 | < 0.1% |
| Georgian | 13 | < 0.1% |
Most frequent character per script
Han
| Value | Count | Frequency (%) |
| 房 | 82 | 3.7% |
| 家 | 46 | 2.1% |
| 中 | 44 | 2.0% |
| 间 | 41 | 1.8% |
| 的 | 38 | 1.7% |
| 拉 | 37 | 1.7% |
| 法 | 36 | 1.6% |
| 盛 | 36 | 1.6% |
| 大 | 30 | 1.3% |
| 约 | 29 | 1.3% |
| Other values (401) | 1818 |
Common
| Value | Count | Frequency (%) |
| 251424 | ||
| , | 9177 | 2.8% |
| 1 | 8661 | 2.7% |
| ! | 7855 | 2.4% |
| 2 | 6830 | 2.1% |
| - | 6804 | 2.1% |
| / | 5230 | 1.6% |
| . | 4375 | 1.3% |
| & | 3182 | 1.0% |
| 3 | 2560 | 0.8% |
| Other values (123) | 18574 | 5.7% |
Latin
| Value | Count | Frequency (%) |
| e | 124635 | 8.4% |
| o | 122324 | 8.3% |
| t | 105261 | 7.1% |
| a | 103586 | 7.0% |
| r | 97946 | 6.6% |
| i | 94651 | 6.4% |
| n | 94611 | 6.4% |
| l | 51723 | 3.5% |
| m | 49121 | 3.3% |
| s | 48092 | 3.3% |
| Other values (68) | 584629 |
Hangul
| Value | Count | Frequency (%) |
| 한 | 7 | 10.0% |
| 웃 | 3 | 4.3% |
| 성 | 3 | 4.3% |
| 스 | 2 | 2.9% |
| 리 | 2 | 2.9% |
| 고 | 2 | 2.9% |
| 맨 | 2 | 2.9% |
| 하 | 2 | 2.9% |
| 소 | 2 | 2.9% |
| 따 | 2 | 2.9% |
| Other values (38) | 43 |
Cyrillic
| Value | Count | Frequency (%) |
| а | 26 | |
| о | 18 | 9.4% |
| т | 17 | 8.9% |
| н | 15 | 7.9% |
| е | 13 | 6.8% |
| к | 11 | 5.8% |
| р | 11 | 5.8% |
| м | 10 | 5.2% |
| с | 9 | 4.7% |
| в | 9 | 4.7% |
| Other values (23) | 52 |
Katakana
| Value | Count | Frequency (%) |
| ン | 14 | 10.3% |
| ク | 12 | 8.8% |
| リ | 10 | 7.4% |
| ハ | 9 | 6.6% |
| ッ | 9 | 6.6% |
| ア | 9 | 6.6% |
| ス | 8 | 5.9% |
| ト | 7 | 5.1% |
| フ | 6 | 4.4% |
| ウ | 6 | 4.4% |
| Other values (22) | 46 |
Hiragana
| Value | Count | Frequency (%) |
| の | 16 | |
| で | 7 | |
| か | 7 | |
| ら | 6 | 8.6% |
| お | 5 | 7.1% |
| い | 4 | 5.7% |
| な | 4 | 5.7% |
| に | 3 | 4.3% |
| き | 2 | 2.9% |
| く | 2 | 2.9% |
| Other values (13) | 14 |
Hebrew
| Value | Count | Frequency (%) |
| י | 5 | |
| ו | 5 | |
| ב | 4 | |
| ר | 4 | |
| ע | 2 | 6.5% |
| ת | 2 | 6.5% |
| ה | 2 | 6.5% |
| ד | 1 | 3.2% |
| ש | 1 | 3.2% |
| ל | 1 | 3.2% |
| Other values (4) | 4 |
Inherited
| Value | Count | Frequency (%) |
| ️ | 165 | |
| ︎ | 14 | 7.8% |
Georgian
| Value | Count | Frequency (%) |
| ღ | 13 |
Devanagari
| Value | Count | Frequency (%) |
| ॐ | 2 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1799687 | |
| CJK | 2237 | 0.1% |
| Misc Symbols | 500 | < 0.1% |
| Punctuation | 423 | < 0.1% |
| Dingbats | 320 | < 0.1% |
| None | 261 | < 0.1% |
| Cyrillic | 191 | < 0.1% |
| VS | 179 | < 0.1% |
| Latin 1 Sup | 165 | < 0.1% |
| Hiragana | 70 | < 0.1% |
| Other values (9) | 147 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 251424 | 14.0% | |
| e | 124635 | 6.9% |
| o | 122324 | 6.8% |
| t | 105261 | 5.8% |
| a | 103586 | 5.8% |
| r | 97946 | 5.4% |
| i | 94651 | 5.3% |
| n | 94611 | 5.3% |
| l | 51723 | 2.9% |
| m | 49121 | 2.7% |
| Other values (86) | 704405 |
Punctuation
| Value | Count | Frequency (%) |
| ’ | 200 | |
| • | 62 | 14.7% |
| — | 47 | 11.1% |
| “ | 40 | 9.5% |
| ” | 38 | 9.0% |
| – | 26 | 6.1% |
| ‘ | 8 | 1.9% |
| ― | 1 | 0.2% |
| ‿ | 1 | 0.2% |
None
| Value | Count | Frequency (%) |
| ⭐ | 35 | 13.4% |
| ゙ | 21 | 8.0% |
| 。 | 15 | 5.7% |
| ン | 14 | 5.4% |
| ク | 12 | 4.6% |
| ー | 11 | 4.2% |
| リ | 10 | 3.8% |
| ハ | 9 | 3.4% |
| ッ | 9 | 3.4% |
| ア | 9 | 3.4% |
| Other values (36) | 116 |
VS
| Value | Count | Frequency (%) |
| ️ | 165 | |
| ︎ | 14 | 7.8% |
Misc Symbols
| Value | Count | Frequency (%) |
| ★ | 266 | |
| ☆ | 105 | 21.0% |
| ♥ | 38 | 7.6% |
| ☀ | 15 | 3.0% |
| ♀ | 11 | 2.2% |
| ⚡ | 8 | 1.6% |
| ♡ | 6 | 1.2% |
| ♛ | 6 | 1.2% |
| ♦ | 6 | 1.2% |
| ⚓ | 6 | 1.2% |
| Other values (12) | 33 | 6.6% |
Dingbats
| Value | Count | Frequency (%) |
| ❤ | 168 | |
| ✨ | 34 | 10.6% |
| ❥ | 25 | 7.8% |
| ✿ | 15 | 4.7% |
| ✰ | 14 | 4.4% |
| ✴ | 11 | 3.4% |
| ✪ | 8 | 2.5% |
| ✌ | 6 | 1.9% |
| ➡ | 5 | 1.6% |
| ✦ | 4 | 1.2% |
| Other values (13) | 30 | 9.4% |
Latin 1 Sup
| Value | Count | Frequency (%) |
| à | 28 | |
| ó | 24 | |
| é | 16 | 9.7% |
| · | 13 | 7.9% |
| ² | 9 | 5.5% |
| Ô | 9 | 5.5% |
| ä | 7 | 4.2% |
| í | 6 | 3.6% |
| ñ | 5 | 3.0% |
| Ó | 5 | 3.0% |
| Other values (21) | 43 |
Letterlike Symbols
| Value | Count | Frequency (%) |
| ™ | 1 |
CJK
| Value | Count | Frequency (%) |
| 房 | 82 | 3.7% |
| 家 | 46 | 2.1% |
| 中 | 44 | 2.0% |
| 间 | 41 | 1.8% |
| 的 | 38 | 1.7% |
| 拉 | 37 | 1.7% |
| 法 | 36 | 1.6% |
| 盛 | 36 | 1.6% |
| 大 | 30 | 1.3% |
| 约 | 29 | 1.3% |
| Other values (401) | 1818 |
Hiragana
| Value | Count | Frequency (%) |
| の | 16 | |
| で | 7 | |
| か | 7 | |
| ら | 6 | 8.6% |
| お | 5 | 7.1% |
| い | 4 | 5.7% |
| な | 4 | 5.7% |
| に | 3 | 4.3% |
| き | 2 | 2.9% |
| く | 2 | 2.9% |
| Other values (13) | 14 |
Cyrillic
| Value | Count | Frequency (%) |
| а | 26 | |
| о | 18 | 9.4% |
| т | 17 | 8.9% |
| н | 15 | 7.9% |
| е | 13 | 6.8% |
| к | 11 | 5.8% |
| р | 11 | 5.8% |
| м | 10 | 5.2% |
| с | 9 | 4.7% |
| в | 9 | 4.7% |
| Other values (23) | 52 |
Hebrew
| Value | Count | Frequency (%) |
| י | 5 | |
| ו | 5 | |
| ב | 4 | |
| ר | 4 | |
| ע | 2 | 6.5% |
| ת | 2 | 6.5% |
| ה | 2 | 6.5% |
| ד | 1 | 3.2% |
| ש | 1 | 3.2% |
| ל | 1 | 3.2% |
| Other values (4) | 4 |
Georgian
| Value | Count | Frequency (%) |
| ღ | 13 |
Hangul
| Value | Count | Frequency (%) |
| 한 | 7 | 10.0% |
| 웃 | 3 | 4.3% |
| 성 | 3 | 4.3% |
| 스 | 2 | 2.9% |
| 리 | 2 | 2.9% |
| 고 | 2 | 2.9% |
| 맨 | 2 | 2.9% |
| 하 | 2 | 2.9% |
| 소 | 2 | 2.9% |
| 따 | 2 | 2.9% |
| Other values (38) | 43 |
Geometric Shapes
| Value | Count | Frequency (%) |
| ▲ | 4 | |
| ◔ | 2 | |
| △ | 2 | |
| ◈ | 2 | |
| ▶ | 1 | 9.1% |
Latin Ext A
| Value | Count | Frequency (%) |
| İ | 3 | |
| Ś | 1 | 20.0% |
| œ | 1 | 20.0% |
Devanagari
| Value | Count | Frequency (%) |
| ॐ | 2 |
Math Operators
| Value | Count | Frequency (%) |
| ⋆ | 4 | |
| √ | 2 | |
| ⊹ | 1 | 14.3% |
Misc Technical
| Value | Count | Frequency (%) |
| ⍟ | 4 | |
| ⏩ | 1 | 14.3% |
| ⏪ | 1 | 14.3% |
| ⌚ | 1 | 14.3% |
| Distinct | 37457 |
|---|---|
| Distinct (%) | 76.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 67620010.65 |
| Minimum | 2438 |
|---|---|
| Maximum | 274321313 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 382.1 KiB |
Quantile statistics
| Minimum | 2438 |
|---|---|
| 5-th percentile | 815564.1 |
| Q1 | 7822033 |
| median | 30793816 |
| Q3 | 107434423 |
| 95-th percentile | 241764600.2 |
| Maximum | 274321313 |
| Range | 274318875 |
| Interquartile range (IQR) | 99612390 |
Descriptive statistics
| Standard deviation | 78610967.03 |
|---|---|
| Coefficient of variation (CV) | 1.162539998 |
| Kurtosis | 0.1691057556 |
| Mean | 67620010.65 |
| Median Absolute Deviation (MAD) | 27543913 |
| Skewness | 1.206213924 |
| Sum | 3.306280421 × 1012 |
| Variance | 6.179684138 × 1015 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 219517861 | 327 | 0.7% |
| 107434423 | 232 | 0.5% |
| 30283594 | 121 | 0.2% |
| 137358866 | 103 | 0.2% |
| 16098958 | 96 | 0.2% |
| 12243051 | 96 | 0.2% |
| 61391963 | 91 | 0.2% |
| 22541573 | 87 | 0.2% |
| 200380610 | 65 | 0.1% |
| 7503643 | 52 | 0.1% |
| Other values (37447) | 47625 |
| Value | Count | Frequency (%) |
| 2438 | 1 | < 0.1% |
| 2571 | 1 | < 0.1% |
| 2787 | 6 | |
| 2845 | 2 | < 0.1% |
| 2868 | 1 | < 0.1% |
| 2881 | 2 | < 0.1% |
| 3151 | 1 | < 0.1% |
| 3211 | 1 | < 0.1% |
| 3415 | 1 | < 0.1% |
| 3563 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 274321313 | 1 | |
| 274311461 | 1 | |
| 274307600 | 1 | |
| 274298453 | 1 | |
| 274273284 | 1 | |
| 274225617 | 1 | |
| 274195458 | 1 | |
| 274188386 | 1 | |
| 274103383 | 1 | |
| 274079964 | 1 |
| Distinct | 11452 |
|---|---|
| Distinct (%) | 23.4% |
| Missing | 21 |
| Missing (%) | < 0.1% |
| Memory size | 382.1 KiB |
| Michael | 417 |
|---|---|
| David | 403 |
| Sonder (NYC) | 327 |
| John | 294 |
| Alex | 279 |
| Other values (11447) |
Length
| Max length | 35 |
|---|---|
| Median length | 6 |
| Mean length | 6.12487212 |
| Min length | 1 |
Characters and Unicode
| Total characters | 299347 |
|---|---|
| Distinct characters | 204 |
| Distinct categories | 15 ? |
| Distinct scripts | 7 ? |
| Distinct blocks | 10 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 6903 ? |
|---|---|
| Unique (%) | 14.1% |
Sample
| 1st row | John |
|---|---|
| 2nd row | Jennifer |
| 3rd row | Elisabeth |
| 4th row | LisaRoxanne |
| 5th row | Laura |
Common Values
| Value | Count | Frequency (%) |
| Michael | 417 | 0.9% |
| David | 403 | 0.8% |
| Sonder (NYC) | 327 | 0.7% |
| John | 294 | 0.6% |
| Alex | 279 | 0.6% |
| Blueground | 232 | 0.5% |
| Sarah | 227 | 0.5% |
| Daniel | 226 | 0.5% |
| Jessica | 205 | 0.4% |
| Maria | 204 | 0.4% |
| Other values (11442) | 46060 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 1120 | 2.1% | |
| and | 625 | 1.1% |
| michael | 460 | 0.8% |
| david | 449 | 0.8% |
| sonder | 423 | 0.8% |
| nyc | 338 | 0.6% |
| john | 337 | 0.6% |
| alex | 330 | 0.6% |
| laura | 293 | 0.5% |
| maria | 244 | 0.4% |
| Other values (10259) | 49968 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 37929 | 12.7% |
| e | 28680 | 9.6% |
| i | 24284 | 8.1% |
| n | 24092 | 8.0% |
| r | 17861 | 6.0% |
| l | 15327 | 5.1% |
| o | 12743 | 4.3% |
| t | 9401 | 3.1% |
| s | 9147 | 3.1% |
| h | 9040 | 3.0% |
| Other values (194) | 110843 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 235916 | |
| Uppercase Letter | 54823 | 18.3% |
| Space Separator | 5811 | 1.9% |
| Other Punctuation | 1592 | 0.5% |
| Open Punctuation | 381 | 0.1% |
| Close Punctuation | 379 | 0.1% |
| Dash Punctuation | 209 | 0.1% |
| Other Letter | 110 | < 0.1% |
| Decimal Number | 84 | < 0.1% |
| Math Symbol | 34 | < 0.1% |
| Other values (5) | 8 | < 0.1% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 明 | 6 | 5.5% |
| 青 | 5 | 4.5% |
| 美 | 5 | 4.5% |
| 德 | 5 | 4.5% |
| 文 | 4 | 3.6% |
| 常 | 3 | 2.7% |
| 春 | 3 | 2.7% |
| 铀 | 3 | 2.7% |
| 正 | 2 | 1.8% |
| 川 | 2 | 1.8% |
| Other values (62) | 72 |
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 37929 | |
| e | 28680 | |
| i | 24284 | |
| n | 24092 | |
| r | 17861 | 7.6% |
| l | 15327 | 6.5% |
| o | 12743 | 5.4% |
| t | 9401 | 4.0% |
| s | 9147 | 3.9% |
| h | 9040 | 3.8% |
| Other values (54) | 47412 |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 6458 | |
| J | 5458 | 10.0% |
| M | 5298 | 9.7% |
| S | 4744 | 8.7% |
| C | 3737 | 6.8% |
| L | 2885 | 5.3% |
| D | 2752 | 5.0% |
| K | 2618 | 4.8% |
| R | 2566 | 4.7% |
| E | 2361 | 4.3% |
| Other values (28) | 15946 |
Decimal Number
| Value | Count | Frequency (%) |
| 5 | 20 | |
| 0 | 14 | |
| 7 | 14 | |
| 2 | 11 | |
| 1 | 7 | 8.3% |
| 4 | 7 | 8.3% |
| 3 | 4 | 4.8% |
| 6 | 4 | 4.8% |
| 8 | 2 | 2.4% |
| 9 | 1 | 1.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| & | 1162 | |
| . | 309 | 19.4% |
| / | 41 | 2.6% |
| , | 35 | 2.2% |
| ' | 25 | 1.6% |
| @ | 8 | 0.5% |
| " | 6 | 0.4% |
| ! | 4 | 0.3% |
| : | 2 | 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 5805 | ||
| 6 | 0.1% |
Math Symbol
| Value | Count | Frequency (%) |
| + | 34 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 381 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 379 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 209 |
Format
| Value | Count | Frequency (%) |
| | 2 |
Currency Symbol
| Value | Count | Frequency (%) |
| £ | 1 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 1 |
Other Symbol
| Value | Count | Frequency (%) |
| ★ | 2 |
Final Punctuation
| Value | Count | Frequency (%) |
| ’ | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 290683 | |
| Common | 8498 | 2.8% |
| Han | 91 | < 0.1% |
| Cyrillic | 56 | < 0.1% |
| Hangul | 11 | < 0.1% |
| Hebrew | 5 | < 0.1% |
| Hiragana | 3 | < 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 37929 | 13.0% |
| e | 28680 | 9.9% |
| i | 24284 | 8.4% |
| n | 24092 | 8.3% |
| r | 17861 | 6.1% |
| l | 15327 | 5.3% |
| o | 12743 | 4.4% |
| t | 9401 | 3.2% |
| s | 9147 | 3.1% |
| h | 9040 | 3.1% |
| Other values (70) | 102179 |
Han
| Value | Count | Frequency (%) |
| 明 | 6 | 6.6% |
| 青 | 5 | 5.5% |
| 美 | 5 | 5.5% |
| 德 | 5 | 5.5% |
| 文 | 4 | 4.4% |
| 常 | 3 | 3.3% |
| 春 | 3 | 3.3% |
| 铀 | 3 | 3.3% |
| 正 | 2 | 2.2% |
| 川 | 2 | 2.2% |
| Other values (45) | 53 |
Common
| Value | Count | Frequency (%) |
| 5805 | ||
| & | 1162 | 13.7% |
| ( | 381 | 4.5% |
| ) | 379 | 4.5% |
| . | 309 | 3.6% |
| - | 209 | 2.5% |
| / | 41 | 0.5% |
| , | 35 | 0.4% |
| + | 34 | 0.4% |
| ' | 25 | 0.3% |
| Other values (20) | 118 | 1.4% |
Cyrillic
| Value | Count | Frequency (%) |
| е | 6 | |
| н | 6 | |
| а | 6 | |
| А | 4 | 7.1% |
| л | 4 | 7.1% |
| и | 4 | 7.1% |
| к | 3 | 5.4% |
| с | 3 | 5.4% |
| й | 3 | 5.4% |
| р | 3 | 5.4% |
| Other values (12) | 14 |
Hangul
| Value | Count | Frequency (%) |
| 소 | 2 | |
| 정 | 2 | |
| 단 | 1 | |
| 비 | 1 | |
| 진 | 1 | |
| 현 | 1 | |
| 선 | 1 | |
| 빈 | 1 | |
| 나 | 1 |
Hebrew
| Value | Count | Frequency (%) |
| ד | 1 | |
| נ | 1 | |
| י | 1 | |
| א | 1 | |
| ל | 1 |
Hiragana
| Value | Count | Frequency (%) |
| ゆ | 1 | |
| り | 1 | |
| あ | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 298922 | |
| Latin 1 Sup | 237 | 0.1% |
| CJK | 91 | < 0.1% |
| Cyrillic | 56 | < 0.1% |
| Hangul | 11 | < 0.1% |
| Punctuation | 10 | < 0.1% |
| Latin Ext A | 10 | < 0.1% |
| Hebrew | 5 | < 0.1% |
| Hiragana | 3 | < 0.1% |
| Misc Symbols | 2 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 37929 | 12.7% |
| e | 28680 | 9.6% |
| i | 24284 | 8.1% |
| n | 24092 | 8.1% |
| r | 17861 | 6.0% |
| l | 15327 | 5.1% |
| o | 12743 | 4.3% |
| t | 9401 | 3.1% |
| s | 9147 | 3.1% |
| h | 9040 | 3.0% |
| Other values (67) | 110418 |
Latin 1 Sup
| Value | Count | Frequency (%) |
| é | 107 | |
| í | 24 | 10.1% |
| á | 22 | 9.3% |
| ú | 19 | 8.0% |
| ë | 13 | 5.5% |
| ô | 11 | 4.6% |
| ó | 9 | 3.8% |
| è | 7 | 3.0% |
| ç | 5 | 2.1% |
| ï | 4 | 1.7% |
| Other values (12) | 16 | 6.8% |
CJK
| Value | Count | Frequency (%) |
| 明 | 6 | 6.6% |
| 青 | 5 | 5.5% |
| 美 | 5 | 5.5% |
| 德 | 5 | 5.5% |
| 文 | 4 | 4.4% |
| 常 | 3 | 3.3% |
| 春 | 3 | 3.3% |
| 铀 | 3 | 3.3% |
| 正 | 2 | 2.2% |
| 川 | 2 | 2.2% |
| Other values (45) | 53 |
Punctuation
| Value | Count | Frequency (%) |
| 6 | ||
| | 2 | 20.0% |
| ’ | 2 | 20.0% |
Hangul
| Value | Count | Frequency (%) |
| 소 | 2 | |
| 정 | 2 | |
| 단 | 1 | |
| 비 | 1 | |
| 진 | 1 | |
| 현 | 1 | |
| 선 | 1 | |
| 빈 | 1 | |
| 나 | 1 |
Latin Ext A
| Value | Count | Frequency (%) |
| ı | 4 | |
| ğ | 1 | 10.0% |
| Ā | 1 | 10.0% |
| ū | 1 | 10.0% |
| İ | 1 | 10.0% |
| Š | 1 | 10.0% |
| ē | 1 | 10.0% |
Misc Symbols
| Value | Count | Frequency (%) |
| ★ | 2 |
Cyrillic
| Value | Count | Frequency (%) |
| е | 6 | |
| н | 6 | |
| а | 6 | |
| А | 4 | 7.1% |
| л | 4 | 7.1% |
| и | 4 | 7.1% |
| к | 3 | 5.4% |
| с | 3 | 5.4% |
| й | 3 | 5.4% |
| р | 3 | 5.4% |
| Other values (12) | 14 |
Hebrew
| Value | Count | Frequency (%) |
| ד | 1 | |
| נ | 1 | |
| י | 1 | |
| א | 1 | |
| ל | 1 |
Hiragana
| Value | Count | Frequency (%) |
| ゆ | 1 | |
| り | 1 | |
| あ | 1 |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 382.1 KiB |
| Manhattan | |
|---|---|
| Brooklyn | |
| Queens | |
| Bronx | 1091 |
| Staten Island | 373 |
Length
| Max length | 13 |
|---|---|
| Median length | 8 |
| Mean length | 8.182452193 |
| Min length | 5 |
Characters and Unicode
| Total characters | 400081 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Brooklyn |
|---|---|
| 2nd row | Manhattan |
| 3rd row | Manhattan |
| 4th row | Brooklyn |
| 5th row | Manhattan |
Common Values
| Value | Count | Frequency (%) |
| Manhattan | 21661 | |
| Brooklyn | 20104 | |
| Queens | 5666 | 11.6% |
| Bronx | 1091 | 2.2% |
| Staten Island | 373 | 0.8% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| manhattan | 21661 | |
| brooklyn | 20104 | |
| queens | 5666 | 11.5% |
| bronx | 1091 | 2.2% |
| staten | 373 | 0.8% |
| island | 373 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 70929 | |
| a | 65729 | |
| t | 44068 | |
| o | 41299 | |
| M | 21661 | 5.4% |
| h | 21661 | 5.4% |
| B | 21195 | 5.3% |
| r | 21195 | 5.3% |
| l | 20477 | 5.1% |
| k | 20104 | 5.0% |
| Other values (10) | 51763 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 350440 | |
| Uppercase Letter | 49268 | 12.3% |
| Space Separator | 373 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 70929 | |
| a | 65729 | |
| t | 44068 | |
| o | 41299 | |
| h | 21661 | 6.2% |
| r | 21195 | 6.0% |
| l | 20477 | 5.8% |
| k | 20104 | 5.7% |
| y | 20104 | 5.7% |
| e | 11705 | 3.3% |
| Other values (4) | 13169 | 3.8% |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 21661 | |
| B | 21195 | |
| Q | 5666 | 11.5% |
| S | 373 | 0.8% |
| I | 373 | 0.8% |
Space Separator
| Value | Count | Frequency (%) |
| 373 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 399708 | |
| Common | 373 | 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 70929 | |
| a | 65729 | |
| t | 44068 | |
| o | 41299 | |
| M | 21661 | 5.4% |
| h | 21661 | 5.4% |
| B | 21195 | 5.3% |
| r | 21195 | 5.3% |
| l | 20477 | 5.1% |
| k | 20104 | 5.0% |
| Other values (9) | 51390 |
Common
| Value | Count | Frequency (%) |
| 373 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 400081 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 70929 | |
| a | 65729 | |
| t | 44068 | |
| o | 41299 | |
| M | 21661 | 5.4% |
| h | 21661 | 5.4% |
| B | 21195 | 5.3% |
| r | 21195 | 5.3% |
| l | 20477 | 5.1% |
| k | 20104 | 5.0% |
| Other values (10) | 51763 |
| Distinct | 221 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 382.1 KiB |
| Williamsburg | |
|---|---|
| Bedford-Stuyvesant | |
| Harlem | 2658 |
| Bushwick | 2465 |
| Upper West Side | 1971 |
| Other values (216) |
Length
| Max length | 26 |
|---|---|
| Median length | 12 |
| Mean length | 11.89479497 |
| Min length | 4 |
Characters and Unicode
| Total characters | 581596 |
|---|---|
| Distinct characters | 54 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 6 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Kensington |
|---|---|
| 2nd row | Midtown |
| 3rd row | Harlem |
| 4th row | Clinton Hill |
| 5th row | East Harlem |
Common Values
| Value | Count | Frequency (%) |
| Williamsburg | 3920 | 8.0% |
| Bedford-Stuyvesant | 3714 | 7.6% |
| Harlem | 2658 | 5.4% |
| Bushwick | 2465 | 5.0% |
| Upper West Side | 1971 | 4.0% |
| Hell's Kitchen | 1958 | 4.0% |
| East Village | 1853 | 3.8% |
| Upper East Side | 1798 | 3.7% |
| Crown Heights | 1564 | 3.2% |
| Midtown | 1545 | 3.2% |
| Other values (211) | 25449 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| east | 6592 | 8.3% |
| side | 4680 | 5.9% |
| williamsburg | 3920 | 5.0% |
| harlem | 3775 | 4.8% |
| upper | 3769 | 4.8% |
| bedford-stuyvesant | 3714 | 4.7% |
| heights | 3586 | 4.5% |
| village | 3164 | 4.0% |
| west | 2759 | 3.5% |
| bushwick | 2465 | 3.1% |
| Other values (233) | 40681 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 53470 | 9.2% |
| i | 42282 | 7.3% |
| s | 39625 | 6.8% |
| t | 38587 | 6.6% |
| a | 37608 | 6.5% |
| l | 34448 | 5.9% |
| r | 33667 | 5.8% |
| 30210 | 5.2% | |
| n | 26099 | 4.5% |
| o | 24032 | 4.1% |
| Other values (44) | 221568 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 461107 | |
| Uppercase Letter | 83934 | 14.4% |
| Space Separator | 30210 | 5.2% |
| Dash Punctuation | 4251 | 0.7% |
| Other Punctuation | 2094 | 0.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 53470 | |
| i | 42282 | 9.2% |
| s | 39625 | 8.6% |
| t | 38587 | 8.4% |
| a | 37608 | 8.2% |
| l | 34448 | 7.5% |
| r | 33667 | 7.3% |
| n | 26099 | 5.7% |
| o | 24032 | 5.2% |
| d | 19663 | 4.3% |
| Other values (15) | 111626 |
Uppercase Letter
| Value | Count | Frequency (%) |
| H | 11901 | |
| S | 11483 | |
| B | 8374 | |
| W | 8185 | |
| E | 7084 | |
| C | 5327 | 6.3% |
| U | 3833 | 4.6% |
| G | 3723 | 4.4% |
| F | 3281 | 3.9% |
| V | 3209 | 3.8% |
| Other values (14) | 17534 |
Other Punctuation
| Value | Count | Frequency (%) |
| ' | 1968 | |
| . | 124 | 5.9% |
| , | 2 | 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 30210 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 4251 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 545041 | |
| Common | 36555 | 6.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 53470 | 9.8% |
| i | 42282 | 7.8% |
| s | 39625 | 7.3% |
| t | 38587 | 7.1% |
| a | 37608 | 6.9% |
| l | 34448 | 6.3% |
| r | 33667 | 6.2% |
| n | 26099 | 4.8% |
| o | 24032 | 4.4% |
| d | 19663 | 3.6% |
| Other values (39) | 195560 |
Common
| Value | Count | Frequency (%) |
| 30210 | ||
| - | 4251 | 11.6% |
| ' | 1968 | 5.4% |
| . | 124 | 0.3% |
| , | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 581596 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 53470 | 9.2% |
| i | 42282 | 7.3% |
| s | 39625 | 6.8% |
| t | 38587 | 6.6% |
| a | 37608 | 6.5% |
| l | 34448 | 5.9% |
| r | 33667 | 5.8% |
| 30210 | 5.2% | |
| n | 26099 | 4.5% |
| o | 24032 | 4.1% |
| Other values (44) | 221568 |
| Distinct | 19048 |
|---|---|
| Distinct (%) | 39.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.72894888 |
| Minimum | 40.49979 |
|---|---|
| Maximum | 40.91306 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 382.1 KiB |
Quantile statistics
| Minimum | 40.49979 |
|---|---|
| 5-th percentile | 40.646114 |
| Q1 | 40.6901 |
| median | 40.72307 |
| Q3 | 40.763115 |
| 95-th percentile | 40.825643 |
| Maximum | 40.91306 |
| Range | 0.41327 |
| Interquartile range (IQR) | 0.073015 |
Descriptive statistics
| Standard deviation | 0.05453007806 |
|---|---|
| Coefficient of variation (CV) | 0.001338853065 |
| Kurtosis | 0.1488446574 |
| Mean | 40.72894888 |
| Median Absolute Deviation (MAD) | 0.03642 |
| Skewness | 0.2371665585 |
| Sum | 1991441.956 |
| Variance | 0.002973529413 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 40.71813 | 18 | < 0.1% |
| 40.68444 | 13 | < 0.1% |
| 40.69414 | 13 | < 0.1% |
| 40.68634 | 13 | < 0.1% |
| 40.76125 | 12 | < 0.1% |
| 40.68537 | 12 | < 0.1% |
| 40.71171 | 12 | < 0.1% |
| 40.71353 | 12 | < 0.1% |
| 40.76189 | 12 | < 0.1% |
| 40.68683 | 11 | < 0.1% |
| Other values (19038) | 48767 |
| Value | Count | Frequency (%) |
| 40.49979 | 1 | |
| 40.50641 | 1 | |
| 40.50708 | 1 | |
| 40.50868 | 1 | |
| 40.50873 | 1 | |
| 40.50943 | 1 | |
| 40.51133 | 1 | |
| 40.52211 | 1 | |
| 40.52293 | 1 | |
| 40.527 | 1 |
| Value | Count | Frequency (%) |
| 40.91306 | 1 | |
| 40.91234 | 1 | |
| 40.91169 | 1 | |
| 40.91167 | 1 | |
| 40.90804 | 1 | |
| 40.90734 | 1 | |
| 40.90527 | 1 | |
| 40.90484 | 1 | |
| 40.90406 | 1 | |
| 40.90391 | 1 |
| Distinct | 14718 |
|---|---|
| Distinct (%) | 30.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -73.95216961 |
| Minimum | -74.24442 |
|---|---|
| Maximum | -73.71299 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 48895 |
| Negative (%) | 100.0% |
| Memory size | 382.1 KiB |
Quantile statistics
| Minimum | -74.24442 |
|---|---|
| 5-th percentile | -74.00388 |
| Q1 | -73.98307 |
| median | -73.95568 |
| Q3 | -73.936275 |
| 95-th percentile | -73.865771 |
| Maximum | -73.71299 |
| Range | 0.53143 |
| Interquartile range (IQR) | 0.046795 |
Descriptive statistics
| Standard deviation | 0.04615673611 |
|---|---|
| Coefficient of variation (CV) | -0.0006241430961 |
| Kurtosis | 5.021646112 |
| Mean | -73.95216961 |
| Median Absolute Deviation (MAD) | 0.02485 |
| Skewness | 1.284210209 |
| Sum | -3615891.333 |
| Variance | 0.002130444288 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -73.95677 | 18 | < 0.1% |
| -73.95427 | 18 | < 0.1% |
| -73.95405 | 17 | < 0.1% |
| -73.9506 | 16 | < 0.1% |
| -73.94791 | 16 | < 0.1% |
| -73.95332 | 16 | < 0.1% |
| -73.95136 | 16 | < 0.1% |
| -73.95669 | 15 | < 0.1% |
| -73.95742 | 15 | < 0.1% |
| -73.94537 | 15 | < 0.1% |
| Other values (14708) | 48733 |
| Value | Count | Frequency (%) |
| -74.24442 | 1 | |
| -74.24285 | 1 | |
| -74.24084 | 1 | |
| -74.23986 | 1 | |
| -74.23914 | 1 | |
| -74.23803 | 1 | |
| -74.23059 | 1 | |
| -74.21238 | 1 | |
| -74.21017 | 1 | |
| -74.20941 | 1 |
| Value | Count | Frequency (%) |
| -73.71299 | 1 | |
| -73.7169 | 1 | |
| -73.71795 | 1 | |
| -73.71829 | 1 | |
| -73.71928 | 1 | |
| -73.72173 | 1 | |
| -73.72179 | 1 | |
| -73.72247 | 1 | |
| -73.72435 | 1 | |
| -73.72581 | 1 |
room_type
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 382.1 KiB |
| Entire home/apt | |
|---|---|
| Private room | |
| Shared room | 1160 |
Length
| Max length | 15 |
|---|---|
| Median length | 15 |
| Mean length | 13.53526945 |
| Min length | 11 |
Characters and Unicode
| Total characters | 661807 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Private room |
|---|---|
| 2nd row | Entire home/apt |
| 3rd row | Private room |
| 4th row | Entire home/apt |
| 5th row | Entire home/apt |
Common Values
| Value | Count | Frequency (%) |
| Entire home/apt | 25409 | |
| Private room | 22326 | |
| Shared room | 1160 | 2.4% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| entire | 25409 | |
| home/apt | 25409 | |
| room | 23486 | |
| private | 22326 | |
| shared | 1160 | 1.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 74304 | |
| t | 73144 | |
| r | 72381 | |
| o | 72381 | |
| a | 48895 | 7.4% |
| 48895 | 7.4% | |
| m | 48895 | 7.4% |
| i | 47735 | 7.2% |
| h | 26569 | 4.0% |
| E | 25409 | 3.8% |
| Other values (7) | 123199 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 538608 | |
| Uppercase Letter | 48895 | 7.4% |
| Space Separator | 48895 | 7.4% |
| Other Punctuation | 25409 | 3.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 74304 | |
| t | 73144 | |
| r | 72381 | |
| o | 72381 | |
| a | 48895 | |
| m | 48895 | |
| i | 47735 | |
| h | 26569 | 4.9% |
| n | 25409 | 4.7% |
| p | 25409 | 4.7% |
| Other values (2) | 23486 | 4.4% |
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 25409 | |
| P | 22326 | |
| S | 1160 | 2.4% |
Space Separator
| Value | Count | Frequency (%) |
| 48895 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 25409 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 587503 | |
| Common | 74304 | 11.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 74304 | |
| t | 73144 | |
| r | 72381 | |
| o | 72381 | |
| a | 48895 | |
| m | 48895 | |
| i | 47735 | |
| h | 26569 | 4.5% |
| E | 25409 | 4.3% |
| n | 25409 | 4.3% |
| Other values (5) | 72381 |
Common
| Value | Count | Frequency (%) |
| 48895 | ||
| / | 25409 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 661807 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 74304 | |
| t | 73144 | |
| r | 72381 | |
| o | 72381 | |
| a | 48895 | 7.4% |
| 48895 | 7.4% | |
| m | 48895 | 7.4% |
| i | 47735 | 7.2% |
| h | 26569 | 4.0% |
| E | 25409 | 3.8% |
| Other values (7) | 123199 |
| Distinct | 674 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 152.7206872 |
| Minimum | 0 |
|---|---|
| Maximum | 10000 |
| Zeros | 11 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 382.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 40 |
| Q1 | 69 |
| median | 106 |
| Q3 | 175 |
| 95-th percentile | 355 |
| Maximum | 10000 |
| Range | 10000 |
| Interquartile range (IQR) | 106 |
Descriptive statistics
| Standard deviation | 240.1541697 |
|---|---|
| Coefficient of variation (CV) | 1.572505822 |
| Kurtosis | 585.6728789 |
| Mean | 152.7206872 |
| Median Absolute Deviation (MAD) | 46 |
| Skewness | 19.118939 |
| Sum | 7467278 |
| Variance | 57674.02525 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 100 | 2051 | 4.2% |
| 150 | 2047 | 4.2% |
| 50 | 1534 | 3.1% |
| 60 | 1458 | 3.0% |
| 200 | 1401 | 2.9% |
| 75 | 1370 | 2.8% |
| 80 | 1272 | 2.6% |
| 65 | 1190 | 2.4% |
| 70 | 1170 | 2.4% |
| 120 | 1130 | 2.3% |
| Other values (664) | 34272 |
| Value | Count | Frequency (%) |
| 0 | 11 | < 0.1% |
| 10 | 17 | |
| 11 | 3 | < 0.1% |
| 12 | 4 | < 0.1% |
| 13 | 1 | < 0.1% |
| 15 | 6 | < 0.1% |
| 16 | 6 | < 0.1% |
| 18 | 2 | < 0.1% |
| 19 | 4 | < 0.1% |
| 20 | 33 |
| Value | Count | Frequency (%) |
| 10000 | 3 | |
| 9999 | 3 | |
| 8500 | 1 | < 0.1% |
| 8000 | 1 | < 0.1% |
| 7703 | 1 | < 0.1% |
| 7500 | 2 | |
| 6800 | 1 | < 0.1% |
| 6500 | 3 | |
| 6419 | 1 | < 0.1% |
| 6000 | 2 |
| Distinct | 109 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.029962164 |
| Minimum | 1 |
|---|---|
| Maximum | 1250 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 382.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 30 |
| Maximum | 1250 |
| Range | 1249 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 20.51054953 |
|---|---|
| Coefficient of variation (CV) | 2.917590316 |
| Kurtosis | 854.0716624 |
| Mean | 7.029962164 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 21.82727453 |
| Sum | 343730 |
| Variance | 420.6826422 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 12720 | |
| 2 | 11696 | |
| 3 | 7999 | |
| 30 | 3760 | 7.7% |
| 4 | 3303 | 6.8% |
| 5 | 3034 | 6.2% |
| 7 | 2058 | 4.2% |
| 6 | 752 | 1.5% |
| 14 | 562 | 1.1% |
| 10 | 483 | 1.0% |
| Other values (99) | 2528 | 5.2% |
| Value | Count | Frequency (%) |
| 1 | 12720 | |
| 2 | 11696 | |
| 3 | 7999 | |
| 4 | 3303 | 6.8% |
| 5 | 3034 | 6.2% |
| 6 | 752 | 1.5% |
| 7 | 2058 | 4.2% |
| 8 | 130 | 0.3% |
| 9 | 80 | 0.2% |
| 10 | 483 | 1.0% |
| Value | Count | Frequency (%) |
| 1250 | 1 | < 0.1% |
| 1000 | 1 | < 0.1% |
| 999 | 3 | < 0.1% |
| 500 | 5 | < 0.1% |
| 480 | 1 | < 0.1% |
| 400 | 1 | < 0.1% |
| 370 | 1 | < 0.1% |
| 366 | 1 | < 0.1% |
| 365 | 29 | |
| 364 | 1 | < 0.1% |
| Distinct | 394 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.27446569 |
| Minimum | 0 |
|---|---|
| Maximum | 629 |
| Zeros | 10052 |
| Zeros (%) | 20.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 382.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 5 |
| Q3 | 24 |
| 95-th percentile | 114 |
| Maximum | 629 |
| Range | 629 |
| Interquartile range (IQR) | 23 |
Descriptive statistics
| Standard deviation | 44.55058227 |
|---|---|
| Coefficient of variation (CV) | 1.91413985 |
| Kurtosis | 19.52978807 |
| Mean | 23.27446569 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 3.690634572 |
| Sum | 1138005 |
| Variance | 1984.75438 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 10052 | |
| 1 | 5244 | 10.7% |
| 2 | 3465 | 7.1% |
| 3 | 2520 | 5.2% |
| 4 | 1994 | 4.1% |
| 5 | 1618 | 3.3% |
| 6 | 1357 | 2.8% |
| 7 | 1179 | 2.4% |
| 8 | 1127 | 2.3% |
| 9 | 964 | 2.0% |
| Other values (384) | 19375 |
| Value | Count | Frequency (%) |
| 0 | 10052 | |
| 1 | 5244 | |
| 2 | 3465 | 7.1% |
| 3 | 2520 | 5.2% |
| 4 | 1994 | 4.1% |
| 5 | 1618 | 3.3% |
| 6 | 1357 | 2.8% |
| 7 | 1179 | 2.4% |
| 8 | 1127 | 2.3% |
| 9 | 964 | 2.0% |
| Value | Count | Frequency (%) |
| 629 | 1 | |
| 607 | 1 | |
| 597 | 1 | |
| 594 | 1 | |
| 576 | 1 | |
| 543 | 1 | |
| 540 | 1 | |
| 510 | 1 | |
| 488 | 1 | |
| 480 | 1 |
| Distinct | 1764 |
|---|---|
| Distinct (%) | 4.5% |
| Missing | 10052 |
| Missing (%) | 20.6% |
| Memory size | 382.1 KiB |
| 2019-06-23 | 1413 |
|---|---|
| 2019-07-01 | 1359 |
| 2019-06-30 | 1341 |
| 2019-06-24 | 875 |
| 2019-07-07 | 718 |
| Other values (1759) |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 388430 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 236 ? |
|---|---|
| Unique (%) | 0.6% |
Sample
| 1st row | 2018-10-19 |
|---|---|
| 2nd row | 2019-05-21 |
| 3rd row | 2019-07-05 |
| 4th row | 2018-11-19 |
| 5th row | 2019-06-22 |
Common Values
| Value | Count | Frequency (%) |
| 2019-06-23 | 1413 | 2.9% |
| 2019-07-01 | 1359 | 2.8% |
| 2019-06-30 | 1341 | 2.7% |
| 2019-06-24 | 875 | 1.8% |
| 2019-07-07 | 718 | 1.5% |
| 2019-07-02 | 658 | 1.3% |
| 2019-06-22 | 655 | 1.3% |
| 2019-06-16 | 601 | 1.2% |
| 2019-07-05 | 580 | 1.2% |
| 2019-07-06 | 565 | 1.2% |
| Other values (1754) | 30078 | |
| (Missing) | 10052 | 20.6% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 2019-06-23 | 1413 | 3.6% |
| 2019-07-01 | 1359 | 3.5% |
| 2019-06-30 | 1341 | 3.5% |
| 2019-06-24 | 875 | 2.3% |
| 2019-07-07 | 718 | 1.8% |
| 2019-07-02 | 658 | 1.7% |
| 2019-06-22 | 655 | 1.7% |
| 2019-06-16 | 601 | 1.5% |
| 2019-07-05 | 580 | 1.5% |
| 2019-07-06 | 565 | 1.5% |
| Other values (1754) | 30078 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 92333 | |
| - | 77686 | |
| 1 | 62027 | |
| 2 | 58684 | |
| 9 | 30106 | 7.8% |
| 6 | 19890 | 5.1% |
| 7 | 12824 | 3.3% |
| 8 | 10838 | 2.8% |
| 5 | 9577 | 2.5% |
| 3 | 8764 | 2.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 310744 | |
| Dash Punctuation | 77686 | 20.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 92333 | |
| 1 | 62027 | |
| 2 | 58684 | |
| 9 | 30106 | 9.7% |
| 6 | 19890 | 6.4% |
| 7 | 12824 | 4.1% |
| 8 | 10838 | 3.5% |
| 5 | 9577 | 3.1% |
| 3 | 8764 | 2.8% |
| 4 | 5701 | 1.8% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 77686 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 388430 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 92333 | |
| - | 77686 | |
| 1 | 62027 | |
| 2 | 58684 | |
| 9 | 30106 | 7.8% |
| 6 | 19890 | 5.1% |
| 7 | 12824 | 3.3% |
| 8 | 10838 | 2.8% |
| 5 | 9577 | 2.5% |
| 3 | 8764 | 2.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 388430 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 92333 | |
| - | 77686 | |
| 1 | 62027 | |
| 2 | 58684 | |
| 9 | 30106 | 7.8% |
| 6 | 19890 | 5.1% |
| 7 | 12824 | 3.3% |
| 8 | 10838 | 2.8% |
| 5 | 9577 | 2.5% |
| 3 | 8764 | 2.3% |
| Distinct | 937 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 10052 |
| Missing (%) | 20.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.37322143 |
| Minimum | 0.01 |
|---|---|
| Maximum | 58.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 382.1 KiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 0.04 |
| Q1 | 0.19 |
| median | 0.72 |
| Q3 | 2.02 |
| 95-th percentile | 4.64 |
| Maximum | 58.5 |
| Range | 58.49 |
| Interquartile range (IQR) | 1.83 |
Descriptive statistics
| Standard deviation | 1.680441995 |
|---|---|
| Coefficient of variation (CV) | 1.223722525 |
| Kurtosis | 42.49346948 |
| Mean | 1.37322143 |
| Median Absolute Deviation (MAD) | 0.62 |
| Skewness | 3.130188536 |
| Sum | 53340.04 |
| Variance | 2.823885299 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.02 | 919 | 1.9% |
| 1 | 893 | 1.8% |
| 0.05 | 893 | 1.8% |
| 0.03 | 804 | 1.6% |
| 0.16 | 667 | 1.4% |
| 0.04 | 655 | 1.3% |
| 0.08 | 596 | 1.2% |
| 0.09 | 593 | 1.2% |
| 0.06 | 579 | 1.2% |
| 0.11 | 539 | 1.1% |
| Other values (927) | 31705 | |
| (Missing) | 10052 | 20.6% |
| Value | Count | Frequency (%) |
| 0.01 | 42 | 0.1% |
| 0.02 | 919 | |
| 0.03 | 804 | |
| 0.04 | 655 | |
| 0.05 | 893 | |
| 0.06 | 579 | |
| 0.07 | 466 | |
| 0.08 | 596 | |
| 0.09 | 593 | |
| 0.1 | 457 |
| Value | Count | Frequency (%) |
| 58.5 | 1 | |
| 27.95 | 1 | |
| 20.94 | 1 | |
| 19.75 | 1 | |
| 17.82 | 1 | |
| 16.81 | 1 | |
| 16.22 | 1 | |
| 16.03 | 1 | |
| 15.78 | 1 | |
| 15.32 | 1 |
| Distinct | 47 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.143982002 |
| Minimum | 1 |
|---|---|
| Maximum | 327 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 382.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 15 |
| Maximum | 327 |
| Range | 326 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 32.95251885 |
|---|---|
| Coefficient of variation (CV) | 4.612626241 |
| Kurtosis | 67.5508883 |
| Mean | 7.143982002 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.9331739 |
| Sum | 349305 |
| Variance | 1085.868499 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=47)
| Value | Count | Frequency (%) |
| 1 | 32303 | |
| 2 | 6658 | 13.6% |
| 3 | 2853 | 5.8% |
| 4 | 1440 | 2.9% |
| 5 | 845 | 1.7% |
| 6 | 570 | 1.2% |
| 8 | 416 | 0.9% |
| 7 | 399 | 0.8% |
| 327 | 327 | 0.7% |
| 9 | 234 | 0.5% |
| Other values (37) | 2850 | 5.8% |
| Value | Count | Frequency (%) |
| 1 | 32303 | |
| 2 | 6658 | 13.6% |
| 3 | 2853 | 5.8% |
| 4 | 1440 | 2.9% |
| 5 | 845 | 1.7% |
| 6 | 570 | 1.2% |
| 7 | 399 | 0.8% |
| 8 | 416 | 0.9% |
| 9 | 234 | 0.5% |
| 10 | 210 | 0.4% |
| Value | Count | Frequency (%) |
| 327 | 327 | |
| 232 | 232 | |
| 121 | 121 | 0.2% |
| 103 | 103 | 0.2% |
| 96 | 192 | |
| 91 | 91 | 0.2% |
| 87 | 87 | 0.2% |
| 65 | 65 | 0.1% |
| 52 | 104 | 0.2% |
| 50 | 50 | 0.1% |
| Distinct | 366 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 112.7813273 |
| Minimum | 0 |
|---|---|
| Maximum | 365 |
| Zeros | 17533 |
| Zeros (%) | 35.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 382.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 45 |
| Q3 | 227 |
| 95-th percentile | 359 |
| Maximum | 365 |
| Range | 365 |
| Interquartile range (IQR) | 227 |
Descriptive statistics
| Standard deviation | 131.6222889 |
|---|---|
| Coefficient of variation (CV) | 1.167057455 |
| Kurtosis | -0.9975340452 |
| Mean | 112.7813273 |
| Median Absolute Deviation (MAD) | 45 |
| Skewness | 0.7634075771 |
| Sum | 5514443 |
| Variance | 17324.42692 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 17533 | |
| 365 | 1295 | 2.6% |
| 364 | 491 | 1.0% |
| 1 | 408 | 0.8% |
| 89 | 361 | 0.7% |
| 5 | 340 | 0.7% |
| 3 | 306 | 0.6% |
| 179 | 301 | 0.6% |
| 90 | 290 | 0.6% |
| 2 | 270 | 0.6% |
| Other values (356) | 27300 |
| Value | Count | Frequency (%) |
| 0 | 17533 | |
| 1 | 408 | 0.8% |
| 2 | 270 | 0.6% |
| 3 | 306 | 0.6% |
| 4 | 233 | 0.5% |
| 5 | 340 | 0.7% |
| 6 | 245 | 0.5% |
| 7 | 219 | 0.4% |
| 8 | 233 | 0.5% |
| 9 | 193 | 0.4% |
| Value | Count | Frequency (%) |
| 365 | 1295 | |
| 364 | 491 | 1.0% |
| 363 | 239 | 0.5% |
| 362 | 166 | 0.3% |
| 361 | 111 | 0.2% |
| 360 | 102 | 0.2% |
| 359 | 135 | 0.3% |
| 358 | 180 | 0.4% |
| 357 | 95 | 0.2% |
| 356 | 78 | 0.2% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here. A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.
First rows
| id | name | host_id | host_name | neighbourhood_group | neighbourhood | latitude | longitude | room_type | price | minimum_nights | number_of_reviews | last_review | reviews_per_month | calculated_host_listings_count | availability_365 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2539 | Clean & quiet apt home by the park | 2787 | John | Brooklyn | Kensington | 40.64749 | -73.97237 | Private room | 149 | 1 | 9 | 2018-10-19 | 0.21 | 6 | 365 |
| 1 | 2595 | Skylit Midtown Castle | 2845 | Jennifer | Manhattan | Midtown | 40.75362 | -73.98377 | Entire home/apt | 225 | 1 | 45 | 2019-05-21 | 0.38 | 2 | 355 |
| 2 | 3647 | THE VILLAGE OF HARLEM....NEW YORK ! | 4632 | Elisabeth | Manhattan | Harlem | 40.80902 | -73.94190 | Private room | 150 | 3 | 0 | NaN | NaN | 1 | 365 |
| 3 | 3831 | Cozy Entire Floor of Brownstone | 4869 | LisaRoxanne | Brooklyn | Clinton Hill | 40.68514 | -73.95976 | Entire home/apt | 89 | 1 | 270 | 2019-07-05 | 4.64 | 1 | 194 |
| 4 | 5022 | Entire Apt: Spacious Studio/Loft by central park | 7192 | Laura | Manhattan | East Harlem | 40.79851 | -73.94399 | Entire home/apt | 80 | 10 | 9 | 2018-11-19 | 0.10 | 1 | 0 |
| 5 | 5099 | Large Cozy 1 BR Apartment In Midtown East | 7322 | Chris | Manhattan | Murray Hill | 40.74767 | -73.97500 | Entire home/apt | 200 | 3 | 74 | 2019-06-22 | 0.59 | 1 | 129 |
| 6 | 5121 | BlissArtsSpace! | 7356 | Garon | Brooklyn | Bedford-Stuyvesant | 40.68688 | -73.95596 | Private room | 60 | 45 | 49 | 2017-10-05 | 0.40 | 1 | 0 |
| 7 | 5178 | Large Furnished Room Near B'way | 8967 | Shunichi | Manhattan | Hell's Kitchen | 40.76489 | -73.98493 | Private room | 79 | 2 | 430 | 2019-06-24 | 3.47 | 1 | 220 |
| 8 | 5203 | Cozy Clean Guest Room - Family Apt | 7490 | MaryEllen | Manhattan | Upper West Side | 40.80178 | -73.96723 | Private room | 79 | 2 | 118 | 2017-07-21 | 0.99 | 1 | 0 |
| 9 | 5238 | Cute & Cozy Lower East Side 1 bdrm | 7549 | Ben | Manhattan | Chinatown | 40.71344 | -73.99037 | Entire home/apt | 150 | 1 | 160 | 2019-06-09 | 1.33 | 4 | 188 |
Last rows
| id | name | host_id | host_name | neighbourhood_group | neighbourhood | latitude | longitude | room_type | price | minimum_nights | number_of_reviews | last_review | reviews_per_month | calculated_host_listings_count | availability_365 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 48885 | 36482809 | Stunning Bedroom NYC! Walking to Central Park!! | 131529729 | Kendall | Manhattan | East Harlem | 40.79633 | -73.93605 | Private room | 75 | 2 | 0 | NaN | NaN | 2 | 353 |
| 48886 | 36483010 | Comfy 1 Bedroom in Midtown East | 274311461 | Scott | Manhattan | Midtown | 40.75561 | -73.96723 | Entire home/apt | 200 | 6 | 0 | NaN | NaN | 1 | 176 |
| 48887 | 36483152 | Garden Jewel Apartment in Williamsburg New York | 208514239 | Melki | Brooklyn | Williamsburg | 40.71232 | -73.94220 | Entire home/apt | 170 | 1 | 0 | NaN | NaN | 3 | 365 |
| 48888 | 36484087 | Spacious Room w/ Private Rooftop, Central location | 274321313 | Kat | Manhattan | Hell's Kitchen | 40.76392 | -73.99183 | Private room | 125 | 4 | 0 | NaN | NaN | 1 | 31 |
| 48889 | 36484363 | QUIT PRIVATE HOUSE | 107716952 | Michael | Queens | Jamaica | 40.69137 | -73.80844 | Private room | 65 | 1 | 0 | NaN | NaN | 2 | 163 |
| 48890 | 36484665 | Charming one bedroom - newly renovated rowhouse | 8232441 | Sabrina | Brooklyn | Bedford-Stuyvesant | 40.67853 | -73.94995 | Private room | 70 | 2 | 0 | NaN | NaN | 2 | 9 |
| 48891 | 36485057 | Affordable room in Bushwick/East Williamsburg | 6570630 | Marisol | Brooklyn | Bushwick | 40.70184 | -73.93317 | Private room | 40 | 4 | 0 | NaN | NaN | 2 | 36 |
| 48892 | 36485431 | Sunny Studio at Historical Neighborhood | 23492952 | Ilgar & Aysel | Manhattan | Harlem | 40.81475 | -73.94867 | Entire home/apt | 115 | 10 | 0 | NaN | NaN | 1 | 27 |
| 48893 | 36485609 | 43rd St. Time Square-cozy single bed | 30985759 | Taz | Manhattan | Hell's Kitchen | 40.75751 | -73.99112 | Shared room | 55 | 1 | 0 | NaN | NaN | 6 | 2 |
| 48894 | 36487245 | Trendy duplex in the very heart of Hell's Kitchen | 68119814 | Christophe | Manhattan | Hell's Kitchen | 40.76404 | -73.98933 | Private room | 90 | 7 | 0 | NaN | NaN | 1 | 23 |